MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22801 |
univer-mcp
Claim
AI-powered spreadsheet automation through Model Context Protocol (MCP) server f…
|
C 63 3⁄3 | ||||||||
| 22802 |
Enables secure and controlled access to SQLite databases through the Model Cont…
|
C 63 4⁄3 | ||||||||
| 22803 |
Enables hotel booking operations through the Exely Distribution API via natural…
|
C 63 4⁄4 | ||||||||
| 22804 |
Enables interaction with WordPress sites through the REST API, supporting conte…
|
C 63 4⁄4 | ||||||||
| 22805 |
Production-grade MCP server for image and video understanding and generation ac…
|
C 63 3⁄3 | ||||||||
| 22806 |
AWT (AI Watch Tester)
Claim
AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loo…
|
C 63 3⁄3 | ||||||||
| 22807 |
|
C 63 3⁄3 | ||||||||
| 22808 |
Generate friendly greetings on demand. Toggle pirate mode to add swashbuckling …
|
C 63 3⁄3 | ||||||||
| 22809 |
agentic-ai
Claim
Agentic AI research papers, benchmarks, frameworks, and tools curated across 24…
|
C 63 3⁄3 | ||||||||
| 22810 |
A specialized server that provides advanced TypeScript code manipulation and an…
|
C 63 4⁄3 | ||||||||
| 22811 |
An MCP server that enables AI agents to control Blender through natural languag…
|
C 63 3⁄3 | ||||||||
| 22812 |
Provides browser automation via DrissionPage and FastMCP, enabling AI to contro…
|
C 63 4⁄3 | ||||||||
| 22813 |
Analyzes source code structure across multiple languages using tree-sitter, ext…
|
C 63 4⁄3 | ||||||||
| 22814 |
Expose WordPress and WooCommerce REST API tools to enable seamless integration …
|
C 63 4⁄3 | ||||||||
| 22815 |
GnuRadio
|
C 63 4⁄3 | ||||||||
| 22816 |
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and ski…
|
C 63 3⁄3 | ||||||||
| 22817 |
Provides AI agents with persistent memory and knowledge management through a co…
|
C 63 4⁄4 | ||||||||
| 22818 |
A Serper MCP Server
|
C 63 4⁄4 | ||||||||
| 22819 |
MCP server for interacting with Yandex.Webmaster API to manage sites, retrieve …
|
C 63 3⁄3 | ||||||||
| 22820 |
Enables AI assistants to interact with BuddyPress sites through the REST API v2…
|
C 63 4⁄4 | ||||||||
| 22821 |
Enables comprehensive Stacks blockchain development with 30+ specialized tools …
|
C 63 4⁄4 | ||||||||
| 22822 |
mcp-language-server
Claim
MCP Language Server helps MCP enabled clients navigate codebases more easily by…
|
C 63 4⁄3 | ||||||||
| 22823 |
A Model Context Protocol server for Adobe Experience Manager that provides REST…
|
C 63 4⁄4 | ||||||||
| 22824 |
An MCP server for red teaming that enables AI agents to perform port scanning, …
|
C 63 3⁄3 | ||||||||
| 22825 |
OmniFocus MCP Server
Claim
Enables AI-powered task management in OmniFocus with support for project review…
|
C 63 4⁄3 | ||||||||
| 22826 |
A comprehensive MCP server providing OpenStack project management and monitorin…
|
C 63 4⁄3 | ||||||||
| 22827 |
mcp-mstp
Claim
An MCP server that enforces the Microsoft Manual of Style (MSTP) rules. It extr…
|
C 63 3⁄3 | ||||||||
| 22828 |
Provide structured access to Major League Baseball statistics through an MCP se…
|
C 63 4⁄4 | ||||||||
| 22829 |
mcp4xiaozhi
Claim
Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpres…
|
C 63 3⁄3 | ||||||||
| 22830 |
A PostgreSQL-backed archive generator that creates browsable HTML archives from…
|
C 63 4⁄3 | ||||||||
| 22831 |
A Model Context Protocol server that enables Claude Code to interact with You N…
|
C 63 4⁄4 | ||||||||
| 22832 |
Provides a standardized interface for interacting with Rocketlane's tools and s…
|
C 63 3⁄3 | ||||||||
| 22833 |
Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, br…
|
C 63 4⁄4 | ||||||||
| 22834 |
Provides seamless access to 200+ AI models through OpenRouter's unified API, fe…
|
C 63 4⁄4 | ||||||||
| 22835 |
Multi-agent system for software development
|
C 63 4⁄3 | ||||||||
| 22836 |
tinymcp
Claim
Let LLMs control embedded devices via the Model Context Protocol.
|
C 63 4⁄3 | ||||||||
| 22837 |
An MCP Server that enables natural language interaction with the Open Policy Ag…
|
C 63 4⁄3 | ||||||||
| 22838 |
adam-framework
Claim
Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes…
|
C 63 4⁄3 | ||||||||
| 22839 |
strata
Claim
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
|
C 63 3⁄3 | ||||||||
| 22840 |
Production-grade Google services integration (Gmail, Calendar, Drive, Sheets, K…
|
C 63 4⁄4 | ||||||||
| 22841 |
An MCP server that wraps the TeamDynamix (TDX) REST API, enabling AI-assisted I…
|
C 63 4⁄4 | ||||||||
| 22842 |
cotlib
Claim
cotlib is a secure, high-performance Go library for parsing, validating, and ge…
|
C 63 4⁄3 | ||||||||
| 22843 |
AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager
|
C 63 4⁄3 | ||||||||
| 22844 |
A comprehensive MCP server providing tools for IP, domain, email, and image-bas…
|
C 63 4⁄4 | ||||||||
| 22845 |
|
C 63 4⁄3 | ||||||||
| 22846 |
MCP Terminal Server
Claim
A lightweight FastAPI server that allows remote execution of shell commands on …
|
C 63 4⁄4 | ||||||||
| 22847 |
middleschool-tutor-gql
Claim
|
C 63 3⁄3 | ||||||||
| 22848 |
cortex-scout
Claim
A unified web extraction and stateful automation engine for AI. Replaces heavy …
|
C 63 4⁄4 | ||||||||
| 22849 |
sheridan-lab-jack
Claim
Provides AI agents with SSH-based tools to manage Nokia SR Linux network device…
|
C 63 3⁄3 | ||||||||
| 22850 |
Provides comprehensive database management tools for PostgreSQL, MySQL, and SQL…
|
C 63 4⁄4 | ||||||||